Meta's Next-generation Realtime Monitoring and Analytics Platform
Summary: Kraken rearchitects Meta’s Scuba by separating storage management from query serving and introducing a durable source of truth. It improves fault tolerance and query performance while preserving freshness-first semantics, enabling zero-downtime migration at petabyte scale. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Stavros Harizopoulos (Meta)
- 2. Taylor Hopper (Meta)
- 3. Morton Mo (Meta)
- 4. Shyam Sundar Chandrasekaran (Meta)
- 5. Tongguang Chen (Meta)
- 6. Yan Cui (Meta)
- 7. Nandini Ganesh (Meta)
- 8. Gary Helmling (Meta)
- 9. Hieu Pham (Meta)
- 10. Sebastian Wong (Meta)
BibTeX Citation
@article{harizopoulos_vldb22,
title = {{Meta's Next-generation Realtime Monitoring and Analytics Platform}},
author = {Harizopoulos, Stavros and Hopper, Taylor and Mo, Morton and Chandrasekaran, Shyam Sundar and Chen, Tongguang and Cui, Yan and Ganesh, Nandini and Helmling, Gary and Pham, Hieu and Wong, Sebastian},
journal = {PVLDB},
series = {{VLDB} '22},
volume = {15},
number = {12},
pages = {3522--3534},
doi = {10.14778/3554821.3554841},
url = {https://doi.org/10.14778/3554821.3554841},
year = {2022}
}Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,089 | Krypton: Real-time Serving and Analytical SQL Engine at ByteDance | 2023 | VLDB | 5.3917406e-05 |
| 11,378 | Scribe: How Meta transports terabytes per second in real time | 2025 | VLDB | 4.9769913e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 17 of 17 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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Semantically Similar Papers
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|---|---|---|---|---|
| 1 | 8,910 | InvaliDB: Scalable Push-Based Real-Time Queries on Top of Pull-Based Databases (Extended) | 2020 | VLDB |
| 2 | 12,500 | Design and Implementation of a Real-Time Interactive Analytics System for Large Spatio-Temporal Data | 2014 | VLDB |
| 3 | 8,089 | Krypton: Real-time Serving and Analytical SQL Engine at ByteDance | 2023 | VLDB |
| 4 | 11,378 | Scribe: How Meta transports terabytes per second in real time | 2025 | VLDB |
| 5 | 5,130 | Fast Database Restarts at Facebook | 2014 | SIGMOD |
| 6 | 8,692 | FlexiRaft: Flexible Quorums with Raft | 2023 | CIDR |
| 7 | 4,042 | Disaggregating RocksDB: A Production Experience | 2023 | SIGMOD |
| 8 | 2,499 | Towards Scalable Real-time Analytics: An Architecture for Scale-out of OLxP Workloads | 2015 | VLDB |
| 9 | 6,278 | Shared Foundations: Modernizing Meta's Data Lakehouse | 2023 | CIDR |
| 10 | 1,381 | Scuba: Diving into Data at Facebook | 2013 | VLDB |